[TabPFN v2] Accurate predictions on small data with a tabular foundation model

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Overview of the proposed method.

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Overview of the TabPFN prior.

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The behaviour of TabPFN and a set of baselines on simple functions.

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Comparison of TabPFN on our test benchmarks, containing datasets with up to 10,000 samples and 500 features.

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Robustness across datasets and performance comparison with tuned ensembles.

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Showcase of the application of TabPFN as tabular foundation model.

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